Prof Dr. Xin SU | Multi-temporal remote sensing information extraction | Best Researcher Award
Xin Su, PhD, is an Associate Professor at the School of Artificial Intelligence, Wuhan University. He supervises both masterโs and PhD students. He earned his doctorate in Signal and Image Processing from Telecom ParisTech in 2015. He then worked as a postdoctoral researcher at INRIA, France, from 2015 to 2018. His research focuses on intelligent analysis of time-series images, spatiotemporal target recognition, and large-scale remote sensing models. He has led and participated in multiple national research projects, publishing extensively in top-tier journals such as IEEE TIP, IEEE TGRS, ISPRS, and JAG. ๐๐
Profile
Education ๐
- PhD (2015): Telecom ParisTech, France โ Signal and Image Processing ๐
- Masterโs Studies (2008-2011, uncompleted): Wuhan University โ Signal and Information Processing ๐ซ
- Bachelorโs (2004-2008): Wuhan University โ Electronic Science and Technology (Engineering) ๐
Experience ๐จโ๐ซ
- 2015-2018: Postdoctoral Researcher, INRIA, France ๐ซ๐ท
- 2015: Postdoctoral Researcher, Telecom ParisTech, France ๐
Research Interests ๐ฌ
Xin Su has been recognized for his contributions to remote sensing and AI, receiving multiple national research grants and awards for excellence in scientific research and innovation. He has secured funding from National Natural Science Foundation projects and defense-related initiatives. His research has been featured in top IEEE and ISPRS journals, reinforcing his position as a leading researcher in the field. ๐๐
Publications ๐
- Satellite video super-resolution via multiscale deformable convolution alignment and temporal grouping projection
Y Xiao, X Su, Q Yuan, D Liu, H Shen, L ZhangIEEE Transactions on Geoscience and Remote Sensing 60, 1-19
- Cloud removal with fusion of high resolution optical and SAR images using generative adversarial networks
J Gao, Q Yuan, J Li, H Zhang, X SuRemote Sensing 12 (1), 191
- A coarse-to-fine boundary refinement network for building footprint extraction from remote sensing imagery
H Guo, B Du, L Zhang, X SuISPRS Journal of Photogrammetry and Remote Sensing 183, 240-252
- Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer
Y Xiao, Q Yuan, J He, Q Zhang, J Sun, X Su, J Wu, L ZhangInternational Journal of Applied Earth Observation and Geoinformation 108
- Two-Step Multitemporal Nonlocal Means for Synthetic Aperture Radar Images
X Su, CA Deledalle, F Tupin, H SunGeoscience and Remote Sensing, IEEE Transactions on
- DymSLAM: 4D Dynamic Scene Reconstruction Based on Geometrical Motion Segmentation
C Wang, B Luo, Y Zhang, Q Zhao, L Yin, W Wang, X Su, Y Wang, C LiIEEE Robotics and Automation Letters
- A supervised classification method based on conditional random fields with multiscale region connection calculus model for SAR image
X Su, C He, Q Feng, X Deng, H SunIEEE Geoscience and Remote Sensing Letters 8 (3), 497-501
- Object detection based on global-local saliency constraint in aerial images
C Li, B Luo, H Hong, X Su, Y Wang, J Liu, C Wang, J Zhang, L WeiRemote Sensing 12 (9), 1435